Recognition - Science topic

Hi,

After digesting the piB/V5-TOPO plasmid (4200 bp) with StuI, which has a single StuI recognition site, how many bands should appear on the gel for the linearized plasmid?

Thanks

# 146

Dear Zohair Qadem , Yasir Abduljaleel , Mustapha Amiri , Abdelghani Qadem , Mohamed Lasri , Oussama Obda , Henrique Pizzo , Ali Salem

I read your paper:

Identification of Optimal Groundwater Storage Sites in a Semi-Arid Region: A GIS-Based Analytic Hierarchy Process (AHP) Approach

My comments:

1- Very interesting project and clearly described.

As in all my comments I do not enter into the project itself, as in this highly technical undertaking, simply because it is not my field. What I do, as in all other articles, is to address the MCDM applied, whatever it might be.

2- In page 3 you say “The methodology used for evaluation integrates sophisticated methods such as the Analytic Hierarchy Process (AHP)”

If there is something that AHP does not posses is sophistication. It is a very simple method, easy to understand and that does not require research or/and rationality, because its descriptive nature is related to human perception, which is a typical descriptive feature and irrational.

The latter is not a derogatory expression, but as Google describes it “An irrational decision is a decision that goes against or counter to logic. Summing-up: Rational decisions are carefully considered and negative outcomes are weighed. Nonrational decisions are based on intuitive judgment”

In my opinion we are constantly applying it in our daily life, but it does not mean that it can be used to evaluate alternatives in most projects.

The other process is called ‘normative’, that uses norms and established conditions.

“The normative approach sets out the ideal standards for rationaldecision-making, while the descriptive approach delves into the nuances of how people make decisions based on their cognitive processes and psychological biases”. This is not my definition

3- page 3 “This study provides valuable insights for strategic planning of groundwater management”

I do not agree with the underlined sentence, because strategic planning is far for being intuitive. I believe that drilling a well is based in many rational studies not on what the experts say

4- In page 5 you should explain what ‘delineation’ means; same for remote sensing and GIS

5- In page 8. It is a pleasure to read so detailed and documented observations about the three different areas. Well done.

6- Page 14 “Assessing consistency and comparisons for bias”

This is for me one important point, but why there should be consistency?

If we consider Rainfall (a), Lithography (b), Slope (d), and we determine for instance that a> b, and b>d, then, a >d? Mathematically, yes, it is correct, but is it in the field? Maybe it is, or maybe it is not; that is for the experts to decide, but is it a must? This is my point. What if it is not? I find here something very usual, especially inAHP, that assumes that theoretical conclusions apply to real life

At the end of the 19th Century, scientistssaid that theoretically, nothing heavier than air could fly. Applying aerodynamics theory, unknown then, it was demonstrated that it was not true. The problem in your example is that AHP is not mathematically prepared to address this type of problems. Its elemental theory cannot be applied to complex scenarios. There is no axiom or theorem that supports the AHP need for consistency or transitivity.

7- In Page 16 Table 4, where the weights values come from? Weights are normally between 0 and 1

Where is the interaction? For that, you would need a network not a lineal hierarchy as in AHP

8- In page 17 “These values reflect the estimated impact of one factor compared to another within a specific context”

I am afraid that you are mistaken, since impact means that you modify something, not the case here.

9- In page 18 “Sensitivity analysis is the study that measures the contribution or impact of variables in the unperturbed output result from models applied and permits recognition of layers, which are more critical for the analysis”

Sorry, this is not the definition of SA, or as I presume you made an involuntary error. SA measures the strength of solution or potential impact, due to variations in the importance of diverse criteria, and you are right in your lest sentence.

10- On page 22 “Interaction of diverse geographical, geological, and climatic factors”

Very true, but AHP does not do it. Interaction means that you have to analyze all criteria simultaneously not single pairs. As a trivial example, suppose that three barmen compete to prepare three different drinks using oranges, lemonS, cherries and pears, but in different quantities. In this case what AHP does is to compare juices of orange with lemons, orange with cherries, and orange with pears.

Each barman must use only these four fruits, but mixing all together and this giving a final taste of the mix, whatever it might be,not a couple of them separately.

The same in your example, you must to blend the different special layers, not determining pairs and then adding them up. Remember that the result not always is equal to the sum of the parts.

Curiously you agree with this in the underline paragraph when speaking about interaction.

These are my comments

I hope they can help you

Nolberto Munier

Hi!

I'm interested in understanding the differences between BCBA (Board Certified Behavior Analyst) and QABA (Qualified Applied Behavior Analyst) certifications, specifically in the context of India.

Could anyone please clarify the following:

1. Eligibility criteria and educational requirements for BCBA and QABA certifications in India?

2. Scope of practice and job roles associated with BCBA and QABA certifications?

3. Differences in certification requirements, training, and examination processes?

4. Recognition and acceptance of BCBA and QABA certifications by Indian organizations, schools, and healthcare institutions?

Additionally, could you please guide me on:

1. How to find training centers in India that offer BCBA and QABA certification programs?

2. What are the key factors to consider when selecting a training center for BCBA or QABA certification in India?

Thank you.

The mainstream physicists should close up their shops now and wind up an atheistic paradigm as everything has to be theistic.

I request that my friends and those whom this reaches share this information with everyone worldwide.

A glimpse of my research

You should bear in mind that I am doing everything for the betterment of humanity because I am a Philanthropist.

The link to my publications is here

I want to bring to your notice the contents of the verse 41-53 of the Quran

"Soon We will show you the Our signs in space and what is in their selves and you will realize this (the Quran) is true; is not this enough your Sustainer knows everything"

These publications mentioned above also include the two papers which substantiate the existence of two unknown substances namely aether and 'energy' which are referred in the Quran in verse (41-53) as Allah's signs which have been scientifically and philosophically proven thereby the divinity of the Quran and Allah as knower and creator of everything in the universe is also demonstrated. This has to be the final scientific and philosophical evidence of the existence of Allah and divinity of Quran.

The two publications referred to above are "Theory of Origin and Phenomenon of Life" and "Michelson -Morley Experiment; A Misconceived and Misinterpreted Experiment"

In the second paper, the existence of aether has been confirmed which physicists have been looking for since 1864 and an experiment was done in 1887 called the Michelson -Morley Experiment which was interpreted to conclude the absence of aether. I proved the existence of aether by the same experiment by showing what and why mistakes were made to conclude the absence of aether. I showed that the experiment confirms the existence of aether without any doubt whatsoever. In so far as the second unknown substance is concerned it is a metaphysical substance that has been philosophically shown to be the only alternative to explain the phenomenon of life like consciousness, instincts, growth, desire to survive, self-repair, etc. but most importantly it contains the biological laws which act as source of livingness in living beings including humans due to which cells in the living beings are functional. This small philosophy paper has tremendous implication, besides changing the biological sciences, in medical sciences which undoubtedly will revolutionise the medical field.

These papers are available on General Science Journal, Natural Philosophers Database, SlideShare, ResearchGate, vixra, and Indian Journal of Science and Technology at www.indjst.org

Besides I will like to inform you that the paper concerning the part of the verse (41-53) as to what is within the humans in their selves is also to be refined to the extent that for all species it is not two initial cells but it is just one cell which was created for all species which divided into two one for male and one for female. Besides there are not only forces of nature as known in physical sciences but there are biological laws which are in the living species which are contained in the 'energy' due to which living species are living. These refinements will be done in the upcoming revised edition of my book titled "Natural World Order and The Islamic Thought" which is in the final stages.

This is the shorter version of my research work which includes proving Einstein as scientific fraud and his famous formula E=mc^2 as absolutely baseless in half a page of my research paper titled " Experimental and Theoretical Evidence of Fallacy of Space-time Concept and Actual State of Existence of Physical Universe". My papers published in peer-reviewed journals are available in General Science Journal, Natural Philosophers Database, ResearchGate, SlideShare, viXra, Academia.edu in my profile and Indian Journal of Science and Technology and also Elixir International publishing journal.

Hereunder are the exchange of ideas with the Managing Editor of a journal which would reveal the very brief synopsis of my research work.

Dear Watson Roy,

Greetings and happy New Year though late. Firstly I will like to inform you that I am not a Ph.D as I have done only two masters degrees in physics and forestry though my research work could easily fetch me at least a D. Sc. and a few Ph.D's. I am feeling proud to inform you that my research has the potential of changing the course of physical and biological sciences including philosophy, the mother of all subjects. A small philosophy paper titled 'Theory of Origin and Phenomenon of Life' has the potential of changing the biological sciences and philosophy. The only alternative which can explain the phenomenon of life especially cell function, consciousness, instincts, gowth, self repair and above all biological laws which were unknown till to date could now be unraveled the way I ravelled the contents of soul in my outline of book titled "Natural World Order and The Islamic Thought". There has to be a team of microbiologists and philosophers who can investigate the biological laws in animals and human as the 'energy' in both humans and animals is same. The biological laws can have revolutionary impact on medical science. The recognition of this paper will reopen the subject of philosophy as metaphysical substance have the formal recognition.

Now coming to my main subject that is physics. In brief my research will change the whole subject of physics as following are the domains which will have to be changed

1. The laws of nature are reduced from four laws to just one law and that is electromagnetic law.

2. The proof of existence of aether will change the emergent nature of space to absolute nature of space as the result of which whole subject of physics and its all branches have to be rewritten especially the Big Bang Theory is doomed to the extent nobody will like to take the name of this theory any more.

3. The only possible alternative theory for creation of universe is already proposed and also published in a peer-reviewed journal.

4. My research work falsifies the Greek philosophy, Newtonian philosophy, and the philosophy which is being adopted presently which has reduced the apparent four constituent of the universe to two constituents due to the fraud of Einstein. The final philosophy is that space is absolute and finite, time, matter and light/radiation are all emergent and the light/radiation propagates as an electromagnetic wave motion in the aether, the electric dipoles. Aether being the fifth constituent which fills the space. The very concept of action at distance through fields has to be forgotten for good.

In short the Darwinism, Einsteinism, Big Bang Theory and the pretext of science as the reason for being atheists are all doomed for good.

I think if not the synopsis you may send the copy of this letter to your readers to know the factual position of everything.

Thanking you and expecting your early response.

With Regards

Mohammad Shafiq Khan

Ex.Director, Writer, Scientist, Philosopher and above all a Philanthropist.

Evaluating a researcher involves assessing their contributions, skills, and potential in a holistic and context-appropriate way. The "best" approach depends on the purpose of the evaluation— whether for hiring, promotions, funding, or academic recognition.

Dear all,

I am looking for 2 or more brain slices with scale (within image or outside image) with a minum resolution of 300x400. The slice could capture the whole slice or even a specif area, or half the slice, a quarter an so on. The important thing is that the image shuld capture at least area/region fields an not a super detailed 20/40x zoom like those used for neurons recognition/labeling, but something in the range 1/5/10x zoom (mid to wide field). If you have fluorescence image would be great. However those images are only for validation purpose for a software aimed to reconstruct a whole 3d brain statting from slice images and performing fluorescence recognition and feature extraction out of each slice. Your images won't be used for artificial network training and or published anywhere. It's only for the final stage of validation. I have already used my own slices and Allen brain repository. Any other suggestion will be more than welcome!

Our research team seeks collaborations with academics across all disciplines—engineering, humanities, and medical sciences—to cite our publications. We offer a compensation and recognition program for each valid citation and reference. Please contact us for further details.

Our work on the Freezing Effect and Bystander Effect, with over 1600 views and downloads, has generated extraordinary interest and recognition. In a short time, it has become:

• An entry in the Encyclopedia Freezing Effect and Bystander Effect | Encyclopedia MDPI • The cover article of the issue of Psych | March 2024 - Browse Articles (mdpi.com)

• The subject of an educational encyclopedic video Freezing Effect and Bystander Effect | Encyclopedia MDPI, proposed by the Editors

A great pride for me, for the University of Messina,

and for the Doctors in Psychology who collaborated!

#UniMe #awards #recognitions #socialpsychology

Please visit at: https://encyclopedia.pub/video/video_detail/1276

Please introduce several topics for this task and community recognition in the graph of social networks. Thank you

How does CFG contribute to the practical applications of natural language processing , particularly in parsing and language recognition? Provide a how CFG facilitates these processes in a real-world scenario.

Which electrode material is preferable when using metal oxide and MOFs as a recognition element in the case of electrochemical sensing? Is it Ni-foam or GCE?

I am using dice loss and wing loss for loss function and my network outputs are heatmaps and landmarks and I am trying to train on both of them at a same time do you guys know how to solve this problem?

if you have a follow up question ask.

This question aims to explore the intersection of artificial intelligence and autonomous vehicle technology. It seeks to identify the key challenges faced in implementing AI for recognition systems, such as processing and managing real-time data, and making accurate decisions in dynamic and complex driving environments. Additionally, it invites discussion on the future advancements and potential solutions that could enhance the reliability and efficiency of AI-driven recognition systems in self-driving cars. This topic is crucial for advancing the development of autonomous vehicles and ensuring their safe and effective operation.

While I do have some opinions on how to address this question based on my reading as student, I would like to know the opinions of more accomplished scholars.

Why might obtaining a recognition certificate from an unverified, small group NGO or a predatory award (such as the "Best Young Scientist Research Award") be considered less valuable or even worthless in the context of academic and professional development, compared to recognition from reputable and well-established institutions?

When a model is trained using a specific dataset with limited diversity in labels, it may accurately predict labels for objects within that dataset. However, when applied to real-time recognition tasks using a webcam, the model might incorrectly predict labels for objects not present in the training data. This poses a challenge as the model's predictions may not align with the variety of objects encountered in real-world scenarios.

Are there any solutions or opinions that experts can share to guide me further in improving the model?

Thank you for considering your opinion on my problems.

I may be the world's leading expert on parapsychology:

1) http://dx.doi.org/10.13140/RG.2.2.24739.43040

2) https://www.researchgate.net/publication/377663987_Respectfully_and_Unfortunately_The_Improbability_of_and_Danger_in_Believing_in_Reincarnation

Maybe I deserve an honorary PhD in parapsychology. I would then teach afterlife studies @ UC Davis.

Is there a CRAFT 21 recognition trial?

Dear colleagues, please tell me how to measure the demand, recognition, productivity and development of creative people (living), if there are NO sales figures, sales dynamics, participation in auctions. There is also no number of created works.. The only thing is that you can understand whether there is a website or not, likes, networks, publications and mentions in networks, possible participation in exhibitions and biennials.

Maybe there are ideas and works of other people, methods. I will be glad to receive any thoughts and ideas with great joy and impatience. Thank you sincerely!

'Research is a fruitful journey that brings me closer to the world and its people, gives me another layer to believe in a creator, offers me material wealth and recognition, swallows my loneliness, fears and inadequacies; a soothing activity that makes life extremely meaningful to me.'

-Dickson Adom

I asked the artificial intelligence chatbot and Internet search engine Bing from Microsoft 5 short questions about yoga psychology and the natural, timeless-universal peace ethic. I thought I would test this so much discussed and debated artificial intelligence and this result is surprisingly good and easy to understand (after 1 second each, although the Questions became more and more difficult, at first there was only one question and then there were five. Everything written after “A.I. ”. now comes from a machine that is connected to the Internet and so has also been connected to my book guna.ch/yoga.pdf for a long time :-)

1. “How can I outsmart everyone?”

A.I.: To outsmart everyone, consider these strategies: -Prepare Ahead of Time: -Gather facts and knowledge related to the topics you care about. Be ready to back up your arguments with solid evidence. - Understand how to construct a compelling argument and avoid common fallacies. -Know Your Audience: -Tailor your approach based on who you’re dealing with. Adjust your argument style depending on the context. -For instance, avoid heated arguments in front of a large audience. Instead, engage in private discussions for better results. -Remain Calm: -Losing your temper weakens your position. Stay composed and listen carefully to the other person. Take deep breaths and consider your responses thoughtfully. -Ask Questions: Follow the Socratic method by asking questions. This keeps you in control of the conversation. -It also exposes weaknesses in your opponent’s argument. -Remember, outsmarting everyone isn’t about manipulation; it’s about effective communication and critical thinking. -For more insights, explore Stoic philosophy or stay ahead of industry trends to set yourself apart!

(Ok, I thought to myself at this point: Let's see if I can ask questions about today's monistic dictatorship of relativism can out-smart the technocratic singularity fascism of Big A.I., Big Data, Big Pharma and Big Brother? :-)

2. “What is yoga psychology?”

A.I.: Yoga psychology is a fascinating field that bridges ancient wisdom with modern-day understanding of the mind and human behavior. Let’s delve into it: -Origins and Purpose: Yoga Sutras: The foundational text for yoga philosophy is the Patanjali Yoga Sutras. These sutras, formulated over 2500 years ago, delve into various aspects of the mind, consciousness, and liberation. While many associate yoga with physical postures (asanas) and breath control (pranayama), the Yoga Sutras primarily focus on mental and spiritual practices. -Key Aspects of Yoga Psychology: -Mind Exploration: The sutras explore the mind, its limitations, and techniques to transcend them. -Meditation: They discuss different types of meditation, going beyond ordinary thought patterns. -States Beyond the Mind: Yoga psychology delves into experiences beyond the ordinary mind, aiming for emancipationor liberation. -Relevance Today: Although the original intent was liberation, the wisdom remains relevant for addressing modern-day issues. -Application and Benefits: -Stress and Anxiety: Yoga psychology provides tools to overcome stress, anxiety, and overthinking. -Health Issues: It’s not limited to mental health; it can aid in managing physical conditions like hypertension, diabetes, asthma, and migraines. -Relationships and Parenting: Practical applications extend to everyday life, including relationships and parenting. -Integration with Modern Psychology: -Eminent psychologists like Sigmund Freud and Carl Jung drew inspiration from the Yoga Sutras. -Yoga psychology presents ancient wisdom in a logical and accessiblemanner for today’s generation. In summary, yoga psychology offers a holistic approach to well-being, combining ancient insights with contemporary understanding.

(I thought this was a good conclusion. Did Bing copy everything from me? Let's go a little deeper :-)

3. “How do the Gunas relate to yoga psychology?”

A.I.: Yoga psychologyencompasses a rich understanding of the mind, emotions, and consciousness. One essential aspect within this framework is the concept of the three gunas. Let’s explore how they relate to yoga psychology: Yoga psychologyencompasses a rich understanding of the mind, emotions, and consciousness. One essential aspect within this framework is the concept of the three gunas. Let’s explore how they relate to yoga psychology: -What Are the Three Gunas? -The gunas are three fundamental qualities or attributes present in all things within the universe. -They emerge from the ethereal Prakriti(the fundamental substrate) and form the essential aspects of nature: energy, matter, and consciousness. -The three gunas are: -Tamas: Associated with darkness, inertia, and materiality. It arises from ignorance and deludes beings from their spiritual truths. Tamasic qualities include laziness, attachment, depression, and confusion. -Rajas: Represents energy, action, and change. It binds us to the fruits of our work. Rajasic qualities include anger, anxiety, restlessness, and determination. Sattva: Signifies harmony, balance, and intelligence. Yogis aspire toward sattva because it reduces rajas and tamas, making liberation possible. Sattvic qualities include joy, peace, love, and self-control. -Application in Yoga Psychology: -Self-Trans-formation: Understanding the gunas allows us to navigate our inner world effectively. -Moods, Emotions: Every mood or emotion contains a predominant guna, along with smaller doses of the other two. For instance: -Anger (rajas) contains some sattva, allowing transformation into compassion. -Courage (sattva) can manifest positively or negatively based on the underlying intention. -Balancing the Gunas: -We can consciously alter the levels of the gunas in our bodies and minds. -Lifestyle practices, thoughts, and external influences impact the gunas. -Cultivating sattva helps reduce stress, increase inner peace, and move toward enlightenment. -Remember, the gunas provide a lens through which we understand ourselves and the world. By working with them, we can harmonize our inner landscape and align with universal truth.

*(Note from me: “Balancing the Gunas” is wrong and is based on a monisti- concept or was accidentally adopted from (e.g.) Ayurveda, where the three “doshas” correctly describe the body and elements, errors to be balanced. On the contrary by the Gunas it's not about balancing the gunas, but in this universal and timeless scale of ethics, i.e. to transcend Raja and Tamas with the NityaSatt-HeilstrOm. In order to heal the samsara suffering of the reincarnations in this spiritual pole of NityaSattva eternal state of being, the Sanathan Dharma. see part 2, p. 43 and the chapter of the two Guna thought transmitters, p. 65 ff :-)

4. “What is the difference between NityaSattva and SattvaGuna?” A.I.

Certainly! Let’s explore the difference between nityasattvaand sattvaguna: -Sattvaguna is one of the three gunas(modes of existence) in Hindu philosophy, specifically within the Samkhyaschool. -It represents qualities of goodness, purity, positivity, truth, serenity, balance, and virtuousness. -Sattva is drawn toward Dharma(righteousness) and jñāna(knowledge). -Yogis aspire to cultivate sattva because it reduces the influence of the other two gunas (rajas and tamas) and makes liberationpossible. In summary, sattvaguna embodies harmony, intelligence, and a positive attitude. -Nityasattvarefers to eternal purityor permanent goodness. -It transcends the fluctuations of the gunas and represents an unwavering state of purity. -Unlike the other gunas, which are subject to change and interplay, nityasattva remains constant. -It signifies the pure essence beyond the material world, untouched by ignorance or delusion. -Nityasattva is often associated with spiritual realization and enlightenment. In summary, while sattvagunarepresents the quality of goodness and balance within the interplay of the gunas, nityasattvagoes beyond these fluctuations, representing eternal purity and unwavering goodness.

5. “Considering the 3 Gunas and NityaSattva, is there the existence of a universal and timeless scale of ethics?”

A.I.: Certainly! Let us delve into the interaction of the three Gunas – Tamas, Rajas and Sattva – and their relevance to the concept of a universal and timeless scale of ethics: Universal ethics is necessary and possible. They apply to everyone People regardless of places, cultures, religions, world views and times of life. -Natural law: Universal ethics can be based on the Based on natural law that goes beyond religious and secular perspectives. -Human dignity: Alternatively, universal ethics can be applied based on a single supreme principle: human dignity. A minimalist code of essential, self-evident universal ethical principles and standards can guide our actions. -In summary, it can be said that the Gunas influence our behavior However, understanding them can lead to a more balanced, peaceful and harmonious life. The pursuit According to universal ethics, the recognition of our interconnectedness and the striving for a common moral foundation location that transcends cultural boundaries and stands the test of time.

(and that is exactly what NityaSattva is, the Nitya = eternal / Sattva = Goodness of the actual eternal self, under all the samsara karmic onion layers.

my book guna.ch/yoga.pdf

I have built a hybrid model for a recognition task that involves both images and videos. However, I am encountering an issue with precision, recall, and F1-score, all showing 100%, while the accuracy is reported as 99.35% ~ 99.9%. I have tested the model on various videos and images (related to the experiment data including seperate data), and it seems to be performing well. Nevertheless, I am confused about whether this level of accuracy is acceptable. In my understanding, if precision, recall, and F1-score are all 100%, the accuracy should also be 100%.

I am curious if anyone has encountered similar situations in their deep learning practices and if there are logical explanations or solutions. Your insights, explanations, or experiences on this matter would be valuable for me to better understand and address this issue.

Noted: An ablation study was conducted based on different combinations. In the model where I am confused, without these additional combinations, accuracy, precision, recall, and F1 score are very low. Also, the loss and validation accuracy are very high on other's combinations.

Thank you.

What approaches can be used to enhance the interpretability of deep neural networks for better understanding of their decision-making process ?

As researchers and academics, we often have a community of followers on RG who engage with and support our work. I’m interested in exploring creative and sincere ways to express our gratitude to them. How do you thank your followers on RG? Let’s share ideas and best practices.

Can artificial intelligence truly grasp the perceptual intricacies of optical illusions, or does its 'understanding' merely scratch the surface of statistical patterns? How can we bridge the gap between AI image recognition and the nuanced, subjective experience of optical illusions that human perception effortlessly captures?

The question touches upon an important issue in the education system, particularly in India. The distinction between various master's programs in Computer Science disciplines like Master of Computer Application (MCA), Master of Technology (M.Tech), and Master of Engineering (M.E), and the differences in their recognition and acceptance in academic and professional spheres, is a topic of concern for many. The perception of these degrees and their applicability in different job roles can vary widely, leading to questions about fairness and equality.

I am making one video on this issue. If you think the video needs correction and improvement, and you want to give suggestions, this is the right place.

Possible factors could include historical practices, industry demands, or specific skill sets associated with different degrees. So, the question is, "Why there is discrimination between these programs?"

It's known microbes as part of the aquatic particles, but when I focus the chemical composition of the microbes, this inevitably confuses the difference between microbes and solid particulate(mineral particles, complex compounds), and vice versa, so how to distinguish them in chemical analysis and species recognition levels？

anyone can help me please ?

Hello everyone,

I have applied 1D CNN on speech emotion recognition, when I shuffled columns I got diffrent results, for example, using matrix(:,[1 2 3]) gives different classification results than matrix(:,[2 3 1]) which should be the same, I have tried rng("default") but it hasn't resolved the issue. Can someone please assist me with this?

Thank you in advance!

Looking for a co-author to write a scientific article

Topic: Artificial intelligence in fire recognition. The project is ready and tested by the Ministry of Emergency Situations of various regions, institutes and the World Congress

Telegram: @optinums

The PCR product that I used shows 170 bp product in a separate gel. But also contains its recognition site according to the reference paper. I used the protocol as provided by the Thermoscientific NIaIII enzyme manual. Despite this, I didn't get a result. Guide me How troubleshoot this problem?

My research work is primarily on computer vision and character recognition. The paper that I am currently working on is focused on dataset creation. It would be great if someone can suggest good journals in the domain, preferably with a focus on image data and datasets. A quick search on the internet provides several results, but the publication fees seem to be really high. Requesting the community's thoughts and opinions on this.

P.S. - Publication charges below 150 USD is what I consider affordable.

Greetings!

I want to create Artificial Neural Network in MATLAB version r2015a for recognition of 8 classes of bacteria images.

Genuinely i'm having some hard times of extracting in the image processing task in MATLAB, correctly to extract the following features but with which method - method based on the threshold pixel values in the binarization of the images or using edge detection first and then to use Generalized Hough Transformation to obtain the desired shape, but honestly i dont know which approach to take with the methods i've mention.

For the data splitting of the extracted features with cvpartition.

The desired ANN architectures i'm planning to use are:

1. feedforwardnet (backprogragation ANN with Gradient descent , MSE error)

2. Cascade feedforward network

Also i'm interested to use The Cascaded-Correlation Learning Architecture.

Also is there any information out there that explains the GUI in MATLAB when the Neural Network completes the training , i want to learn more about how performance window works, Plot regression , Error histogram , Confussion matrix.

Thanks for your time!

As most of us know, the reviewer recognition website PUBLONS was taken over by CLARIVATE (Web of Science) last year and, a few months ago, Publons was merged with WoS., thus factually disappearing.

What do you think about this new scenario? Are we reviewers sufficiently recognized in WoS website? I personally loved the fresh, clear and dedicated webpages from Publons, and I don't think WoS communicates reviewer recognition as straight and clear as Publons did.

I would like to hear your opinions about this matter and about how to improve reviewer recognition in general. What can be done to improve the public recognition of our contribution to the publishing process? Every publisher says our hidden work is "crucial" to science communication, however I am not sure we are rewarded as we deserve...

ما هي الخوارزميات العصبية المستخدمة في تحسين التعرف على النصوص؟

Does some one know some examples or tutorial how to use the biomaRt R package to automate the gene name recognition of the Ensembl database?

Best wishes,

I am using a transfer learning approach for facial expression recognition. I wanted to know which pre-trained convolutional bases can provide better performance in classifying facial expressions.

[As would be shown below, Newtonian metaphysics, assuming the same perfect circular orbits of planets like Galileo and Ptolemy; in essence brought back Geocentric cosmology with his law of universal gravitational attraction and Einstein just perfected this wrong notion with his general relativity (GR) - the epitome of all metaphysics!]

Galileo vs, Kepler:

After the Copernican revolution that overthrew the medieval cosmology of Ptolemaic Epicycles; Kepler’s laws of the planetary system involving elliptical orbits and based on the tedious empirical observation of Tycho Brahe; could be the only scientific basis for any cosmology. But it was not to be!

Galileo, is recognized as the father of modern cosmology and his inverse square law of “Free Fall” is universally valid on or near the surface of a cosmic body like earth. Galileo was persecuted by the Inquisition for his stance against Geocentric cosmology under feudal rule in Europe. But even Galileo rejected Kepler’s elliptical orbits in favour of ideal circular orbits of the planets; because there could be no imperfection in God creation. Please see the following references and the criticism of Galileo’s stance of perfect circular orbits, even by some modern-day clerics! Contrary to popular belief, the wrong turn in cosmology ironically originated with our hero, Galileo!“

Dave Armstrong:

https://www.ncregister.com/blog/galileo-and-fellow-astronomers-erroneous-scientific-beliefs

David K. Love

Kepler and the Universe

Prometheus Books, 2015

Newton vs, Leibniz:

The long dispute of Newton’s law of “universal gravitational attraction” (Free Fall of Galileo), circular orbits of the planetary system as opposed to Leibniz’s ‘vis viva’, centrifugal force and the support of Kepler’s elliptical orbits; as well as the dispute over the authorship of infinitesimal calculus is well known. The following publication (refused to be recognized by official physics), shows what a profound implication ensued after the rejection of Kepler’s elliptical orbits by Galileo and Newton. Newton extended Galileo’s inverse square law of “Free Fall” valid only on or near the surface of earth; totally disregarded Kepler’s first and second law, assumed a perfect circle like Ptolemy and Galileo as the orbit of the planets and used his theory of unidirectional universal gravitational attraction observed on earth, using a perfectly fitting centrifugal force, perfectly balancing the gravitational pull inwards such that there is zero outward force producing a perfect equilibrium. Newton simply put the proportionality constant (4 pi^2/GM) in Kepler’s third law to get his formula P^2 = (4 pi^2/GM) a^3, where G is the gravitational constant and M is the mass of the sun. Newton imposed his wrong and one-sided formulation of plenary gravitation with the help of the British imperial power, Royal Society and the Church and against the vehement opposition from Leibniz. The rest is history, leading up to the present time! All the Fairy Tales and the Cosmic Monsters arise from Newton’s unidirectional and universal gravitational attraction” without any countering force! If Leibniz’s vis viva equation (7) and specially the potential P_E as shown in equation (10) in the following publication, prevailed; cosmology could have avoided the Fairy Tales of the Big/Dark/Black Cosmic Monsters and the crises and bankruptcy it now faces!

Recognition of the quantum phenomena and the break down of causality (the backbone of theology and class rule) at the turn of the 20th century brought a crisis in Newtonian theoretical physics and cosmology that ruled for few centuries. In efforts to deny the “spooky quanta”, Einstein made a radical change of the Newtonian concept of space and time, with his theories of relativity. Space and time for Einstein became a unified single entity of four dimensional “spacetime” – an abstract geometrical construct, purportedly with tangible and sensuous mechanical, material and metrical attributes. But long before the recognition of the quantum phenomena, Hegel in his philosophy of space and time; already anticipated the quantum phenomena and antimatter (a revolutionary new form of matter) that could not even be dreamt of, before its discovery!

INSPIRE: https://inspirehep.net/literature/2158754

The Status of modern Theoretical Physics and Cosmology:

"Quō Vādis Theoretical Physics and Cosmology? From Newton's Metaphysics to Einstein's Theology!:

Anyone in biomechanics research involved in human activity recognition?

One interesting AI approach is "Few-shot Learning" or "Zero-shot Learning" where a model can identify classes that are 'new' or 'unseen' from the training set. Could this approach be used in a biomechanics context?

Imagine you are wearing an exoskeleton and have to move your foot in an awkward position to avoid falling. However, the machine learning-based controller is confused about what you're trying to do because the training data of the model does not include this scenario's sequence of actions.

Humans often perform tasks that perhaps were 'unexpected.' It's often difficult to capture every type of activity a human may encounter in daily life in a motion-capture setting. Could Zero-shot Learning be the key ingredient to predict an activity that the model never previously encountered?

Here's what I am thinking:

How can we use semantic segmentation for handwritten character recognition?

I want to work on emotion recognition data that will be analyzed on few subjects for an offline analysis. I have heard about OpenBCI a the most popular option but I do not think that it is cheap at $3400+ . I wanted to check if Muse and Neurosky that have a sampling rate of 256Hz/12bits are decent enough to report a study acceptable in good SCI/SSCI journals ?

Hello everyone. I am working on a paper on facilitating affordance perception in e-learning design. I read a paper on emotional affordances and how they impact students' emotions in online learning. My question is does emotions or emotional affordances play a part in the recognition process of functional affordances since perception is a recognition process according to TACT theory?

Is it possible to use Cas9 (WT) to perform CRISPR-screening with a sgRNA subpooled library (Addgene catalog number: 83971) designed to be used with dCas9 systems? Beyond mutations at nuclease domains (HNH and RuvC), is there any other difference between Cas9 and dCas9 enzymes that could lead to impairment of sgRNA recognition by Cas9 (WT)?

Thanks!

I'm working on a project about palm vein recognition, and I need a dataset of palm vein images without a license agreement.

We have aerial survey photos taken by a drone. Images are already in GPS - raster format. I would like to analyze (locate and count) structures - specific bird nests in reedbeds. Which would be the best software to do this, either self standing or ArcGIS/QGIS add-on. It would be some kind of software for shape recognition by machine learning.

Basically one needs to get a journal article published to get recognition of one's work. How does one go about achieving this promptly and successfully?

Databases doesn't accept a duplicate entry but what about a similar entry of two similar photos can the deep face recognition figure this out and how about manipulation in the photo like flipping changing brightness and contrast can this affect the recognition ?

Hello,

Can anyone share with me a Health-dataset that is related to emotion recognition, datasets that contents of Text, Audio, Visual, and physiological?

I want to compare recognition rate with other dataset, so that  I need  Isolated printed Arabic character datasets.

During the recognition, It has a process of information matching. How does it match successfully despite some variation?

Please let me know the name or URL of any comprehensive Bangla corpus data for SA or ER.

I have a datasets which is comprised of skeleton XML files and RGB videos, I want to apply classification, my question is how we can use both data features as whole input?

I have seen papers based on RGB+Depth data.

Please direct me.

Thanks

Hi,

I have been working on InHard Dataset, human action recognition for human robot collaboration. I use different machine learning algorithms on the dataset for segmented action recognition but the results I got is very poor. How can I publish results? There is no work on validity of dataset, just a single paper is published on the dataset description. Can anyone please guide me? Or please share any paper that did similar work (Poor results).

Hi every one,

I'm a PhD student and I'm currently working on iris recognition.

I already investigated a new method of iris segmentation that you can find in this link : (http://www.sciencedirect.com/science/article/pii/S0957417416306741).

I need to know is there any method to create an electronic system or electronic card where i can implement my segmentation method ? card type, programming language, ...etc.

Thanks you.

Regards.

I did an experiment on emotion recognition in Psychopy. 60 videos were shown. At the beginning and end of each video, a trigger signal was sent from Psychopy to Biopac. This trigger signal indicates when the video starts and when it ends. Now to my question: In the analyze in Biopac I want to fix only the time interval in which the trigger signal was present (i.e. only the time in which videos were shown). How can I automatically fix these intervals in which the trigger signal is there?

How can I fix fixed intervals that are then analyzed? I want to fix exactly the intervals in which the trigger signal is present. Does anyone know more about this ?

Hello!

I have a sample health dataset that contains clinical notes and descriptions. I have applied for Name Entity Recognition (NER) over the dataset but do not feel the need for any information such as age, gender or address. I would like to apply the de-identification technique on top of the patient's clinical data. Would you please share with me some resources where I can get information on the implementation of de-identification using Python?

Thank you

Hi,

does anybody have information that can share about pain recognition in bats?

Citable sources will be especially appreciated.

Thank you

Javier

Does anyone get errors with using the Recognition part in " Scene Text Detection and Recognition by CRAFT and a Four-Stage Network" ?

Hi,

I want to train a model for real time robot, I have a set of videos, want to train model for action recognition and model will be fed to robot to identify human actions. I never worked before for on video data. How should I start?

A question about models of recall and recognition based upon personal experience:

I have had the experience of not being able to recall a specific words (I hate growing older ;) ), but still can pull up enough context to do a search for the word. But here has been my experience--before I begin to scan the results of the search I suddenly am able to recall the word; it is almost as if the mere act of beginning the scan there is some level of 'pre-activation' that enables me to recall, but it feels as a gray area between recall and recognition. Now, I have not been active in cognitive psychology for a while, but my quick research review has not provided insight. So for those cognitive psychologists out there, including developmental psychologists, as it seems to be there are developmental processes that must be at play here, is there a body of specific to these processes? Perhaps it is just me and not a more global process at all?

Dear colleagues,

I am struggling to get an acceptable Cronbach's alpha score for a scale on opportunity recognition. Opportunity recognition was measured using Nicolaou, Shane, Cherkas, & Spector’s 5-item scale (2009) with the answer categories ranging from “strongly disagree” to “strongly agree.” These scale questions are drawn from the literature on opportunity recognition (Ozgen & Baron, 2007; Singh et al., 1999). In order to get a Cronbach's alpha score that is acceptable, I need to eliminate items 4 & 5. How do I justify that in my write-up? Is there a better way to handle that?

In the Domain of visual recognition tasks if imbalanced data is there our model gives poor performance?

Transformation of industry economy

What is optimal feature selection algorithms in visual recognition tasks?

Following up on the previous question, linguists are still disputing how languages are organized in bilinguals’ minds: whether a speaker’s native and second languages are separate entities or whether they form an entity in their minds. Nobody can deny that both schools had empirical evidence to back up their claims. On the other hand, many linguists argue that the location of the language has little bearing on the production and recognition of words. The relationships between words in the mental lexicon are more important. Do you agree with this viewpoint?

I have a project in which I have given a dataset (more than enough) of 10-20seconds audio files (singing these "swar" / "ragas": "sa re ga ma pa" ) without any labels, nothing well in data ... and I have to create a deep learning model which will recognise what speech it is and for how long it is present in the audio clip (time range of particular "Swar" sa ,re ,ga, ma )

The answesr to questions that I am looking for are

1. how I can achieve my goal , should I use RNN , CNN ,LSTM or hidden Markov model or something else like unsupervised learning for speech recognition ?

2. How to get correct speech tone for Indian language as most acoustic speech recognition models are tuned for English ?

3. How to find the time range ?for what range particular sound with particular "swar" is present in music clip ? how to add that time range recognition with speech recognition model ?

4. are there any existing music recognition models which resembles my research topic ? ,if yes please tag them .

I am looking for full guide for this project as it's completely new and people who are interested to work with me /guide me are also welcome .

I am working on phoneme recognition. Is there any dataset of sound files for each phoneme class?

We are really curious to see if there is anyone else here who is working on Artificial Intelligence and anxiety? If you are, please share your work here. Thank you! Here are some of the work we recently completed and some of the media coverage our work got:

#Artificial intelligence

#Anxiety

#Anxiety Measurement

In speech based emotion recognition, for individual artists almost get 90 percentage of accuracy using neural network, but accuracy is decreased up to 70 percentage for entire speech corpus.

How can I increase accuracy?

My speech database contain 10 artists.

Is the South African Department of Basic Education providing enough assistance and recognition to student teachers who are preparing to become future teachers in South Africa?

Please any one tell me

For many smart road applications, objects detection and recognition are one of the most important components. Indeed, precise detection of road objects is a critical task for autonomous urban driving and robotics technologies.

Actually, we are working on the conception of a smart system that consists in detecting and blurring undesirable road objects to anonymize and secure road users.

In this context, we want to know what are the up-to-date methods (Neural approaches, etc.) used for the detection and recognition of road objects (humans, vehicles, license plates, etc.) ? Any ideas ?

Greatly appreciate your review

Hi, I am new (next to zero experience) to circular dichroism. Can anyone tell me what secondary structure is associated with the following CD spectra? After some reading, I found this article and assume it is anti-right-twisted beta strand. If anyone agree or otherwise, please explain, and maybe you could also tell me how to properly read a CD spectra.

Thanks!

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Hello everyone,

I am just working on my master thesis and for this I am planning to find out the localization of a gene, transfected into HEK293 cells. One idea of mine was to digest the genomic DNA with the enzymes SspI, NheI, SpeI and AvrII. The known sequence of my insert will be digested by SspI and on the other hand digest the unkown genomic sequence with NheI, SpeI and AvrII, which produce compatible cohesive ends. In the next step I want to ligate linkers to the sticky ends, and perform a PCR on this template with the primers binding in the linker, so that finally the genomic DNA gets amplified.

To see whether this setup could work I wanted to perform a model experiment on an already modified HEK293 strain, which already obtained the SspI recognition site and the localization of the insertion site is known. But when I checked the genomic flanking sequences, there were no recognition sites for NheI, SpeI and AvrII within the downstream 5000 bp and a subsequent PCR is not really possible. Accordingly, I think my setup for the genome walking is not optimal chosen. Has anybody an idea which restriction enzymes can lead to appropiate results?

Thanks for the help.

For example AI can automate processes in the initial interpretation of images and shift the clinical workflow of radiographic detection, management decisions. But what are the clinical challenges for its application?

#AI #cancer #clinical #oncology #biomedical