
-
Persuasive Dialogue Understanding: the Baselines and Negative Results
Persuasion aims at forming one's opinion and action via a series of pers...
read it
-
Improving Aspect-Level Sentiment Analysis with Aspect Extraction
Aspect-based sentiment analysis (ABSA), a popular research area in NLP h...
read it
-
Deep Learning in Mining Biological Data
Recent technological advancements in data acquisition tools allowed life...
read it
-
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations
In recent years, a great variety of nature- and bio-inspired algorithms ...
read it
-
Taxonomy of bio-inspired algorithms
In recent years, a great variety of nature and bio-inspired algorithms h...
read it
-
AV Speech Enhancement Challenge using a Real Noisy Corpus
This paper presents, a first of its kind, audio-visual (AV) speech enhac...
read it
-
A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks
Social media hold valuable, vast and unstructured information on public ...
read it
-
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement
Noisy situations cause huge problems for suffers of hearing loss as hear...
read it
-
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management
Extreme events and disasters resulting from climate change or other ecol...
read it
-
Real-Time Lightweight Chaotic Encryption for 5G IoT Enabled Lip-Reading Driven Secure Hearing-Aid
Existing audio-only hearing-aids are known to perform poorly in noisy si...
read it
-
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments
Human speech processing is inherently multimodal, where visual cues (lip...
read it
-
Saliency Detection via Bidirectional Absorbing Markov Chain
Traditional saliency detection via Markov chain only considers boundarie...
read it
-
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection
Attackers have developed ever more sophisticated and intelligent ways to...
read it
-
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis
Data annotation is an important but time-consuming and costly procedure....
read it
-
Exploiting Deep Learning for Persian Sentiment Analysis
The rise of social media is enabling people to freely express their opin...
read it
-
DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation
Human auditory cortex excels at selectively suppressing background noise...
read it
-
Lip-Reading Driven Deep Learning Approach for Speech Enhancement
This paper proposes a novel lip-reading driven deep learning framework f...
read it
-
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines
Sentiment analysis is proven to be very useful tool in many applications...
read it
-
Complex-valued Neural Networks with Non-parametric Activation Functions
Complex-valued neural networks (CVNNs) are a powerful modeling tool for ...
read it
-
A Brain-Inspired Trust Management Model to Assure Security in a Cloud based IoT Framework for Neuroscience Applications
Rapid popularity of Internet of Things (IoT) and cloud computing permits...
read it
-
Applications of Deep Learning and Reinforcement Learning to Biological Data
Rapid advancement in the hardware based technologies over past decades o...
read it
-
Towards a Formal, Visual Framework of Emergent Cognitive Development of Scholars
Understanding the cognitive evolution of researchers as they progress in...
read it
-
Clinical Decision Support Systems: A Visual Survey
Clinical Decision Support Systems (CDSS) form an important area of resea...
read it
-
A novel agent-based simulation framework for sensing in complex adaptive environments
In this paper we present a novel Formal Agent-Based Simulation framework...
read it
-
Agent-based computing from multi-agent systems to agent-based Models: a visual survey
Agent-Based Computing is a diverse research domain concerned with the bu...
read it
-
A discrete event system specification (DEVS)-based model of consanguinity
Consanguinity or inter-cousin marriage is a phenomenon quite prevalent i...
read it
-
Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) approach
Agent Based Models are very popular in a number of different areas. For ...
read it
-
Agent based Tools for Modeling and Simulation of Self-Organization in Peer-to-Peer, Ad-Hoc and other Complex Networks
Agent-based modeling and simulation tools provide a mature platform for ...
read it
-
Benchmarking Multimodal Sentiment Analysis
We propose a framework for multimodal sentiment analysis and emotion rec...
read it
-
Group Sparse Regularization for Deep Neural Networks
In this paper, we consider the joint task of simultaneously optimizing (...
read it